ocampor — Blog (EN)Notes on applied AI inside Mexican companies: strategy, implementation, and running systems built with Claude.https://ocampor.com/enProduction MCP Server in FastAPI: What 22 Tools Taught Mehttps://ocampor.com/blog/production-mcp-server-fastapi/https://ocampor.com/blog/production-mcp-server-fastapi/Production case study: Claude driving a 22-tool MCP server on FastAPI/Postgres, durable agent memory, dual-layer guardrails and a self-grading eval loop.Sat, 29 Aug 2026 00:00:00 GMTDevelopment Environment Set-up for a Custom Elasticsearch Pluginhttps://ocampor.com/blog/elasticsearch-plugin-dev-environment/https://ocampor.com/blog/elasticsearch-plugin-dev-environment/A guide to set up a simple custom Elasticsearch plugin to rescore documents. Create an index, bulk insert documents and debug line by line.Thu, 10 Dec 2020 00:00:00 GMTDeep CNN-Based Blind Image Quality Predictor in Pythonhttps://ocampor.com/blog/deep-image-quality-assessment-diqa-tensorflow/https://ocampor.com/blog/deep-image-quality-assessment-diqa-tensorflow/A step by step guide to implement the Deep CNN-Based Blind Image Quality Predictor (DIQA) in PythonSat, 19 Oct 2019 00:00:00 GMTImage Quality Assessment: A Surveyhttps://ocampor.com/blog/image-quality-assessment-survey/https://ocampor.com/blog/image-quality-assessment-survey/Description of the most recent methods for image quality assessmentFri, 06 Sep 2019 00:00:00 GMTImproving Image Quality in a Real-Estate Marketplacehttps://ocampor.com/blog/improving-image-quality-real-estate-marketplace/https://ocampor.com/blog/improving-image-quality-real-estate-marketplace/How a leading real-estate marketplace in the Middle East used the BRISQUE algorithm to quantitatively detect poor-quality listing images and measure their impact on listing views and leads.Thu, 14 Mar 2019 00:00:00 GMTSetting two GPU in your laptop: eGPU in Ubuntu 18.04 LTShttps://ocampor.com/blog/egpu-ubuntu-18-04/https://ocampor.com/blog/egpu-ubuntu-18-04/Step by Step to configure an eGPU in Ubuntu 18.04 LTSSat, 15 Sep 2018 00:00:00 GMTImage Feature Extraction: Local Binary Patterns with Cythonhttps://ocampor.com/blog/local-binary-patterns-cython/https://ocampor.com/blog/local-binary-patterns-cython/An introduction to Local Binary Patterns (LBP) for grayscale and rotation invariant texture classification, with a Cython implementation that runs over 400x faster than pure Python.Mon, 10 Sep 2018 00:00:00 GMTAutomatic Image Quality Assessment in Pythonhttps://ocampor.com/blog/automatic-image-quality-assessment-python/https://ocampor.com/blog/automatic-image-quality-assessment-python/Step by step guide to code BRISQUE method for automatic image quality assessmentTue, 28 Aug 2018 00:00:00 GMT